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15th ISVC 2020: San Diego, CA, USA - Part I
- George Bebis, Zhaozheng Yin, Edward Kim, Jan Bender, Kartic Subr, Bum Chul Kwon, Jian Zhao, Denis Kalkofen, George Baciu:
Advances in Visual Computing - 15th International Symposium, ISVC 2020, San Diego, CA, USA, October 5-7, 2020, Proceedings, Part I. Lecture Notes in Computer Science 12509, Springer 2020, ISBN 978-3-030-64555-7
Deep Learning
- Daniel Schwartz
, Yigit Alparslan, Edward Kim:
Regularization and Sparsity for Adversarial Robustness and Stable Attribution. 3-14 - Iman Saberi, Fathiyeh Faghih:
Self-Competitive Neural Networks. 15-26 - Tan Lu
A Novel Contractive GAN Model for a Unified Approach Towards Blind Quality Assessment of Images from Heterogeneous Sources. 27-38 - Kevin Bui, Fredrick Park, Shuai Zhang, Yingyong Qi, Jack Xin:
Nonconvex Regularization for Network Slimming: Compressing CNNs Even More. 39-53 - Sameerah Talafha, Banafsheh Rekabdar, Christos Mousas
Biologically Inspired Sleep Algorithm for Variational Auto-Encoders. 54-67 - Gustavo Olague
A Deep Genetic Programming Based Methodology for Art Media Classification Robust to Adversarial Perturbations. 68-79 - Renato Barros Arantes, George Vogiatzis
rcGAN: Learning a Generative Model for Arbitrary Size Image Generation. 80-94 - Yunkui Pang, Zhiqing Pan, Ruiyang Sun, Shuchong Wang:
Sketch-Inspector: A Deep Mixture Model for High-Quality Sketch Generation of Cats. 95-106 - Joseph Chakar, Rayan Al Sobbahi, Joe Tekli:
Depthwise Separable Convolutions and Variational Dropout within the context of YOLOv3. 107-120 - Kai Katsumata
Uncertainty Estimates in Deep Generative Models Using Gaussian Processes. 121-132
Segmentation
- Bekir Sahin, Zia Uddin, Ahmet Soylu
Towards Optimal Ship Navigation Using Image Processing. 135-147 - Daniel Helm
Overscan Detection in Digitized Analog Films by Precise Sprocket Hole Segmentation. 148-159 - Iason Katsamenis
Pixel-Level Corrosion Detection on Metal Constructions by Fusion of Deep Learning Semantic and Contour Segmentation. 160-169 - Renato Barros Arantes, George Vogiatzis
CSC-GAN: Cycle and Semantic Consistency for Dataset Augmentation. 170-181 - Marcos J. C. E. Azevedo, Carlos A. B. Mello
Improvements on the Superpixel Hierarchy Algorithm with Applications to Image Segmentation and Saliency Detection. 182-193
Visualization
- Sudarshan Devkota, Sumanta N. Pattanaik:
Referenced Based Color Transfer for Medical Volume Rendering. 197-208 - Wanderley de Souza Alencar
An Empirical Methodological Study of Evaluation Methods Applied to Educational Timetabling Visualizations. 209-223 - Karen Lucknavalai, Jürgen P. Schulze:
Real-Time Contrast Enhancement for 3D Medical Images Using Histogram Equalization. 224-235 - Thomas Wilde, Christian Rössl, Holger Theisel:
Flow Map Processing by Space-Time Deformation. 236-247 - Chau Pham
GenExplorer: Visualizing and Comparing Gene Expression Levels via Differential Charts. 248-259
Video Analysis and Event Recognition
- Jiahao Wen, Luis Guillen
An Event-Based Hierarchical Method for Customer Activity Recognition in Retail Stores. 263-275 - Han Peng
Fully Autonomous UAV-Based Action Recognition System Using Aerial Imagery. 276-290 - Mahdi Davoodikakhki
Hierarchical Action Classification with Network Pruning. 291-305 - Aditya Agarwal, Bipasha Sen:
An Approach Towards Action Recognition Using Part Based Hierarchical Fusion. 306-318
ST: Computational Bioimaging
- Josh Daniel L. Ong, Erinn Giannice T. Abigan, Luis Gabriel Cajucom, Patricia Angela R. Abu, Maria Regina Justina E. Estuar:
Ensemble Convolutional Neural Networks for the Detection of Microscopic Fusarium Oxysporum. 321-332 - Milad Sikaroudi
Offline Versus Online Triplet Mining Based on Extreme Distances of Histopathology Patches. 333-345 - Leonardo S. Campos
Multi-label Classification of Panoramic Radiographic Images Using a Convolutional Neural Network. 346-358 - Danial Maleki, Mehdi Afshari, Morteza Babaie
Ink Marker Segmentation in Histopathology Images Using Deep Learning. 359-368 - Daniel Cruz, Maíla de Lima Claro, Rodrigo Veras
P-FideNet: Plasmodium Falciparum Identification Neural Network. 369-380
Applications
- Carson Vogt, Geng Lyu, Kartic Subr:
Lightless Fields: Enhancement and Denoising of Light-Deficient Light Fields. 383-396 - Selameab S. Demilew, Hamed H. Aghdam, Robert Laganière, Emil M. Petriu:
FA3D: Fast and Accurate 3D Object Detection. 397-409 - Omar Graja, Fatma Najar, Nizar Bouguila:
Generalized Inverted Dirichlet Optimal Predictor for Image Inpainting. 410-421 - Nuo Cheng, Xiaohan Li, Shengguang Lei, Pu Li:
BVNet: A 3D End-to-End Model Based on Point Cloud. 422-435 - Zahra Anvari, Vassilis Athitsos:
Evaluating Single Image Dehazing Methods Under Realistic Sunlight Haze. 436-447
Biometrics
- Yujian Chen, Shiguang Liu:
Deep Partial Occlusion Facial Expression Recognition via Improved CNN. 451-462 - Sirine Ammar, Thierry Bouwmans
Towards an Effective Approach for Face Recognition with DCGANs Data Augmentation. 463-475 - Hao Liang, Lulan Yu, Guikang Xu, Bhiksha Raj, Rita Singh:
Controlled AutoEncoders to Generate Faces from Voices. 476-487 - Georgia Chatzitzisi, Michalis Vrigkas
Gender and Age Estimation Without Facial Information from Still Images. 488-500 - Kamran Ali, Charles E. Hughes:
Face Reenactment Based Facial Expression Recognition. 501-513
Motion and Tracking
- Ahmed Zgaren
Coarse-to-Fine Object Tracking Using Deep Features and Correlation Filters. 517-529 - Sherif Abdelmonem Sayed Mohamed, Jawad Naveed Yasin, Mohammad Hashem Haghbayan, Antonio Miele, Jukka Heikkonen, Hannu Tenhunen, Juha Plosila:
Asynchronous Corner Tracking Algorithm Based on Lifetime of Events for DAVIS Cameras. 530-541 - Arindam Biswas, Brendan Tran Morris
TAGCN: Topology-Aware Graph Convolutional Network for Trajectory Prediction. 542-553 - Chenxi Li, Fernand S. Cohen:
3D Articulated Body Model Using Anthropometric Control Points and an Articulation Video. 554-565 - Jen Jui Liu, Jacob Newman, Dah-Jye Lee:
Body Motion Analysis for Golf Swing Evaluation. 566-577
Computer Graphics
- Mirko Waldner, Torsten Bertram:
Simulation of High-Definition Pixel-Headlights. 581-592 - Sina Masnadi, Joseph J. LaViola:
ConcurrentHull: A Fast Parallel Computing Approach to the Convex Hull Problem. 593-605 - Manfred Lau, Luther Power:
A Data-Driven Creativity Measure for 3D Shapes. 606-614
Virtual Reality
- Michael G. Nelson
Walking in a Crowd Full of Virtual Characters: Effects of Virtual Character Appearance on Human Movement Behavior. 617-629 - Billy C. Y. Fu, Zackary P. T. Sin, Peter H. F. Ng, Alice Cheng-Lai:
Improving Chinese Reading Comprehensions of Dyslexic Children via VR Reading - A Step Towards Tackling Dyslexia with Top-Down Teaching. 630-641 - Gun A. Lee
Improving User Experience in Augmented Reality Mirrors with 3D Displays. 642-653 - Alexandros Koilias, Christos Mousas
Passenger Anxiety About Virtual Driver Awareness During a Trip with a Virtual Autonomous Vehicle. 654-665 - Bryson Rudolph
Investigating the Effects of Display Fidelity of Popular Head-Mounted Displays on Spatial Updating and Learning in Virtual Reality. 666-679
ST: Computer Vision Advances in Geo-Spatial Applications and Remote Sensing
- William Ermlick, Nick Newman, Devayani Pawar, Tyler Richardett, Christian Conroy, James Baldo, Rajesh Aggarwal, Marc Bosch:
Natural Disaster Building Damage Assessment Using a Two-Encoder U-Net. 683-695 - Abdullah Said, Omar Shaat, Po-Hsuan Su, Philip Bogden, Robert Kraig, Marc Bosch:
Understanding Flooding Detection Using Overhead Imagery - Lessons Learned. 696-706 - Tinghuai Wang
Hyperspectral Image Classification via Pyramid Graph Reasoning. 707-718 - Eftychios Protopapadakis, Anastasios D. Doulamis, Nikolaos Doulamis, Evangelos Maltezos
Semi-supervised Fine-Tuning for Deep Learning Models in Remote Sensing Applications. 719-730 - Ronald Tombe, Serestina Viriri
Scene Classification of Remote Sensing Images Based on ConvNet Features and Multi-grained Forest. 731-740
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